Why is faster experimentation important for Walmart’s search technology?
Every day, millions of customers visit Walmart’s website and mobile app to search for products. With such a massive number of searches happening every second, even small improvements in search relevance can significantly enhance the customer experience.
Traditional testing methods like A/B testing often take weeks to generate meaningful insights because they require large amounts of traffic and time. For a company operating at Walmart’s scale, waiting that long can slow down innovation.This is why faster experimentation is so important. By using advanced techniques like interleaving, Walmart’s engineers can quickly test new search ideas, gather feedback from real user behavior, and implement improvements much faster. The result is a smarter search engine that helps customers find what they need quickly and effortlessly.
Senior Data Scientist Garima Choudhary explores how interleaving accelerates search innovation.














